Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.

The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.

Renal cancer

Kidney Renal Clear Cell Carcinoma (KIRC)

Kidney Renal Papillary Cell Carcinoma (KIRP)

Kidney Chromophobe (KICH)

Best separation

Median separation

Expression cutoff

18.3 FPKM

19.9 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

66%

67%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM

20.7

Number of samples

877

Samples

Sample

Description

FPKM

TCGA-B4-5832-01A

65 years, male, white, stage:iii

62.0

TCGA-B0-4696-01A

58 years, male, white, stage:iii

53.5

TCGA-B0-4698-01A

75 years, male, white, stage:iv

51.7

TCGA-CZ-5989-01A

60 years, male, white, stage:ii

50.9

TCGA-B8-4146-01B

41 years, female, white, stage:i

50.8

TCGA-AK-3427-01A

65 years, male, white, stage:i

48.7

TCGA-B0-4699-01A

74 years, male, white, stage:iv

45.0

TCGA-KN-8427-01A

54 years, male, white, stage:iv

43.8

TCGA-CZ-4860-01A

60 years, male, white, stage:iv

43.1

TCGA-KL-8339-01A

67 years, male, white, stage:iv

39.8

TCGA-AL-3466-01A

41 years, male, white, stage:iv

39.2

TCGA-KN-8418-01A

41 years, female, white, stage:ii

39.2

TCGA-AK-3465-01A

71 years, female, black or african american, stage:i

38.6

TCGA-AK-3440-01A

58 years, male, white, stage:i

38.4

TCGA-B9-A5W9-01A

40 years, male, white, stage:i

38.4

TCGA-2Z-A9J7-01A

63 years, male, white, stage:iv

37.7

TCGA-A3-3365-01A

46 years, male, white, stage:i

37.6

TCGA-IA-A40Y-01A

60 years, female, white, stage:iii

37.4

TCGA-B3-4104-01A

75 years, male, white, stage:ii

36.8

TCGA-A4-7287-01A

75 years, female, white, stage:i

36.5

TCGA-BP-4343-01A

64 years, male, white, stage:iii

36.4

TCGA-AK-3455-01A

71 years, female, white, stage:iii

36.2

TCGA-5P-A9K4-01A

54 years, male, white

36.1

TCGA-B2-4099-01A

83 years, male, white, stage:i

35.5

TCGA-P4-AAVK-01A

74 years, male, white, stage:iii

35.3

TCGA-KO-8417-01A

30 years, female, white, stage:i

35.2

TCGA-CZ-5468-01A

84 years, male, white, stage:iv

34.9

TCGA-B8-A54E-01A

62 years, female, black or african american, stage:i

34.9

TCGA-GL-7966-01A

28 years, female, white, stage:iii

34.6

TCGA-B2-3923-01A

59 years, male, white, stage:ii

34.6

TCGA-KO-8404-01A

78 years, male, white, stage:iv

34.3

TCGA-PJ-A5Z9-01A

80 years, female, white, stage:i

33.8

TCGA-A4-8310-01A

58 years, male, white, stage:iii

33.5

TCGA-5P-A9KH-01A

77 years, male, white

33.2

TCGA-F9-A4JJ-01A

35 years, female, black or african american, stage:iii

33.1

TCGA-KL-8333-01A

69 years, male, white, stage:ii

32.9

TCGA-EV-5902-01A

58 years, male, white, stage:i

32.8

TCGA-B0-5707-01A

39 years, female, white, stage:i

32.7

TCGA-3Z-A93Z-01A

69 years, male, black or african american, stage:i

32.5

TCGA-KN-8435-01A

59 years, male, white, stage:ii

32.4

TCGA-KO-8411-01A

58 years, male, white, stage:i

32.3

TCGA-BP-4770-01A

73 years, female, white, stage:iv

32.2

TCGA-KL-8342-01A

45 years, female, white, stage:ii

32.1

TCGA-KL-8341-01A

41 years, male, asian, stage:iv

32.0

TCGA-AL-3473-01A

55 years, male, white, stage:ii

32.0

TCGA-KN-8432-01A

86 years, female, white, stage:ii

31.9

TCGA-AK-3458-01A

48 years, male, white, stage:i

31.9

TCGA-KL-8334-01A

37 years, female, white, stage:iii

31.6

TCGA-BP-4763-01A

79 years, female, white, stage:i

31.5

TCGA-BQ-5891-01A

57 years, female, white, stage:iii

31.5

TCGA-A4-7997-01A

67 years, male, white, stage:i

31.4

TCGA-A3-3316-01A

57 years, male, white, stage:ii

31.3

TCGA-KM-8440-01A

37 years, male, black or african american, stage:iii

31.3

TCGA-KM-8438-01A

45 years, female, white, stage:ii

31.2

TCGA-B3-4103-01A

56 years, male, white, stage:i

31.0

TCGA-DW-7836-01A

55 years, male, white, stage:i

30.9

TCGA-2Z-A9JS-01A

74 years, male, white, stage:i

30.8

TCGA-B0-4945-01A

75 years, female, white, stage:i

30.8

TCGA-KN-8429-01A

38 years, female, white, stage:iii

30.8

TCGA-B9-4117-01A

48 years, female, black or african american

30.7

TCGA-KN-8428-01A

71 years, male, white, stage:ii

30.6

TCGA-5P-A9K9-01A

59 years, female, white

30.4

TCGA-UN-AAZ9-01A

76 years, female, black or african american, stage:i

30.4

TCGA-KN-8424-01A

42 years, female, white, stage:i

30.3

TCGA-CJ-4884-01A

72 years, female, white, stage:iii

30.1

TCGA-B8-4154-01A

73 years, female, white, stage:i

30.1

TCGA-A3-3328-01A

79 years, male, white, stage:i

30.1

TCGA-G7-7501-01A

55 years, female, black or african american, stage:iii

30.0

TCGA-Y8-A8S0-01A

58 years, male, white, stage:i

30.0

TCGA-B0-4821-01A

68 years, female, asian, stage:iii

30.0

TCGA-AT-A5NU-01A

77 years, male, white, stage:i

30.0

TCGA-B0-4818-01A

68 years, female, white, stage:ii

29.9

TCGA-B2-5635-01A

74 years, male, white, stage:i

29.8

TCGA-A4-7996-01A

61 years, female, white, stage:i

29.8

TCGA-A3-3346-01A

68 years, male, white, stage:i

29.8

TCGA-2K-A9WE-01A

53 years, male, white, stage:ii

29.7

TCGA-MW-A4EC-01A

73 years, female, black or african american, stage:i

29.7

TCGA-B0-5109-01A

69 years, male, white, stage:iii

29.6

TCGA-KN-8421-01A

48 years, female, white, stage:ii

29.5

TCGA-CJ-4637-01A

52 years, female, white, stage:iv

29.4

TCGA-4A-A93X-01A

58 years, male, white, stage:iv

29.3

TCGA-KO-8410-01A

74 years, female, white, stage:i

29.2

TCGA-BP-4354-01A

41 years, male, white, stage:iv

29.2

TCGA-5P-A9K6-01A

64 years, male, white

29.1

TCGA-MH-A857-01A

63 years, male, black or african american, stage:i

29.0

TCGA-B0-4712-01A

76 years, male, white, stage:iv

28.9

TCGA-A3-3307-01A

66 years, male, stage:iii

28.9

TCGA-BQ-5894-01A

42 years, male, stage:iv

28.9

TCGA-B0-4690-01A

65 years, male, white, stage:iv

28.8

TCGA-B9-7268-01A

59 years, male, white, stage:ii

28.8

TCGA-DW-7839-01A

58 years, female, white, stage:i

28.8

TCGA-B2-3924-01A

73 years, male, white, stage:i

28.8

TCGA-DV-A4VX-01A

59 years, male, black or african american, stage:iv

28.5

TCGA-A3-3306-01A

67 years, male, white, stage:i

28.4

TCGA-A4-7734-01A

53 years, female, white, stage:i

28.4

TCGA-2Z-A9JM-01A

28 years, male, white, stage:i

28.4

TCGA-AK-3429-01A

54 years, female, white, stage:ii

28.3

TCGA-BQ-5882-01A

54 years, male, stage:iii

28.3

TCGA-KM-8442-01A

38 years, male, stage:ii

28.2

TCGA-B8-A7U6-01A

54 years, female, black or african american, stage:i

28.1

TCGA-B0-4713-01A

76 years, female, white, stage:iii

28.0

TCGA-KL-8345-01A

75 years, male, white, stage:iii

27.7

TCGA-P4-AAVO-01A

69 years, male, white, stage:i

27.6

TCGA-4A-A93W-01A

66 years, female, white, stage:i

27.6

TCGA-AK-3433-01A

48 years, female, white, stage:ii

27.5

TCGA-CW-6087-01A

61 years, male, white, stage:iv

27.4

TCGA-KL-8330-01A

44 years, female, black or african american, stage:ii

27.4

TCGA-CZ-4866-01A

79 years, female, white, stage:i

27.3

TCGA-B0-4852-01A

78 years, female, white, stage:ii

27.2

TCGA-KM-8443-01A

58 years, male, white, stage:ii

27.2

TCGA-CJ-4878-01A

71 years, female, white, stage:iii

27.0

TCGA-2Z-A9JI-01A

38 years, male, white, stage:iii

27.0

TCGA-B3-3926-01A

59 years, female, white, stage:i

27.0

TCGA-AK-3428-01A

62 years, male, white, stage:iii

27.0

TCGA-A3-3363-01A

50 years, male, asian, stage:ii

26.9

TCGA-B3-3925-01A

52 years, male, white, stage:iii

26.9

TCGA-KN-8436-01A

63 years, male, white, stage:ii

26.8

TCGA-B9-4116-01A

75 years, female, black or african american

26.8

TCGA-B0-5098-01A

53 years, female, black or african american, stage:i

26.7

TCGA-KL-8328-01A

60 years, male, white, stage:ii

26.7

TCGA-B9-4115-01A

53 years, male, black or african american, stage:i

26.7

TCGA-CZ-4854-01A

68 years, male, white, stage:i

26.6

TCGA-KO-8413-01A

46 years, male, white, stage:i

26.5

TCGA-AL-A5DJ-01A

55 years, female, white, stage:iii

26.4

TCGA-2Z-A9J9-01A

77 years, male, black or african american, stage:i

26.4

TCGA-B8-4620-01A

70 years, female, white, stage:iii

26.4

TCGA-KL-8331-01A

48 years, female, white, stage:ii

26.4

TCGA-DW-7838-01A

66 years, male, white, stage:i

26.4

TCGA-5P-A9K0-01A

75 years, male, white

26.3

TCGA-BP-4160-01A

67 years, male, white, stage:iii

26.2

TCGA-B0-5083-01A

63 years, male, white, stage:i

26.2

TCGA-KN-8431-01A

35 years, female, stage:ii

26.2

TCGA-CJ-5678-01A

62 years, male, black or african american, stage:iv

26.1

TCGA-B0-4846-01A

52 years, male, white, stage:iv

26.1

TCGA-BP-4164-01A

51 years, female, white, stage:iii

26.0

TCGA-A4-7732-01A

55 years, male, black or african american

26.0

TCGA-2Z-A9JG-01A

64 years, male, white, stage:i

25.9

TCGA-BQ-5876-01A

75 years, male, white, stage:i

25.8

TCGA-B8-A54G-01A

50 years, male, black or african american, stage:i

25.7

TCGA-CZ-5464-01A

69 years, male, white, stage:iv

25.7

TCGA-BP-4163-01A

60 years, female, white, stage:iii

25.6

TCGA-G7-A8LD-01A

71 years, male, white, stage:iii

25.5

TCGA-2Z-A9J1-01A

71 years, male, white, stage:i

25.5

TCGA-BQ-7055-01A

73 years, male, white, stage:i

25.4

TCGA-DW-7834-01A

53 years, male, white, stage:i

25.4

TCGA-5P-A9K8-01A

51 years, female, white

25.4

TCGA-CJ-4885-01A

64 years, male, white, stage:iv

25.2

TCGA-MH-A854-01A

62 years, female, black or african american, stage:i

25.2

TCGA-G7-7502-01A

83 years, male, white, stage:i

25.2

TCGA-A4-8312-01A

60 years, male, black or african american, stage:i

25.2

TCGA-5P-A9K3-01A

59 years, male, white

25.2

TCGA-CW-6090-01A

68 years, male, white, stage:i

25.2

TCGA-CJ-6027-01A

77 years, male, white, stage:i

25.1

TCGA-SX-A7SQ-01A

48 years, male, white, stage:i

25.1

TCGA-EU-5905-01A

67 years, female, white, stage:i

25.0

TCGA-KL-8325-01A

56 years, female, white, stage:ii

25.0

TCGA-PJ-A5Z8-01A

60 years, female, white, stage:i

25.0

TCGA-B4-5378-01A

62 years, male, white, stage:i

25.0

TCGA-A4-A5Y1-01A

75 years, male, white, stage:iii

25.0

TCGA-KV-A6GD-01A

85 years, male, white, stage:i

25.0

TCGA-F9-A7Q0-01A

37 years, female, asian, stage:i

25.0

TCGA-MH-A561-01A

66 years, male, white, stage:i

25.0

TCGA-Y8-A895-01A

74 years, male, white, stage:i

24.9

TCGA-BP-5192-01A

59 years, male, white, stage:i

24.8

TCGA-BP-4769-01A

63 years, male, white, stage:i

24.8

TCGA-SX-A7SP-01A

66 years, female, white, stage:i

24.8

TCGA-A3-3380-01A

54 years, male, stage:i

24.8

TCGA-KO-8406-01A

17 years, female, white, stage:i

24.7

TCGA-B0-5094-01A

62 years, male, white, stage:iv

24.7

TCGA-B0-4810-01A

47 years, male, white, stage:iii

24.7

TCGA-BP-4176-01A

64 years, male, white, stage:i

24.6

TCGA-DV-A4W0-01A

55 years, male, black or african american, stage:i

24.6

TCGA-B0-4844-01A

60 years, male, white, stage:iv

24.6

TCGA-B0-5812-01A

53 years, male, white, stage:i

24.6

TCGA-CJ-4881-01A

41 years, male, white, stage:iii

24.6

TCGA-B9-A8YH-01A

52 years, male, black or african american, stage:i

24.5

TCGA-BP-4983-01A

67 years, female, asian, stage:iii

24.5

TCGA-F9-A97G-01A

79 years, male, asian, stage:iii

24.5

TCGA-KL-8329-01A

57 years, female, asian, stage:i

24.5

TCGA-CZ-5462-01A

83 years, male, white, stage:iv

24.4

TCGA-AL-3468-01A

74 years, male, white, stage:ii

24.4

TCGA-KL-8340-01A

34 years, male, white, stage:ii

24.4

TCGA-CZ-5463-01A

76 years, male, white, stage:ii

24.3

TCGA-UZ-A9PP-01A

60 years, male, white, stage:i

24.3

TCGA-B0-5113-01A

69 years, female, white, stage:iii

24.3

TCGA-BP-4799-01A

70 years, male, white, stage:iii

24.3

TCGA-BP-4353-01A

61 years, male, white, stage:i

24.3

TCGA-B3-8121-01A

48 years, female, black or african american, stage:i

24.1

TCGA-SX-A71V-01A

80 years, male, white, stage:i

24.0

TCGA-A3-3347-01A

76 years, female, white, stage:iii

24.0

TCGA-AK-3431-01A

62 years, female, white, stage:ii

24.0

TCGA-UZ-A9PO-01A

80 years, male, white, stage:i

24.0

TCGA-A3-3329-01A

75 years, male, white, stage:i

24.0

TCGA-KM-8441-01A

61 years, female, white, stage:i

23.9

TCGA-J7-8537-01A

37 years, female, asian, stage:iii

23.9

TCGA-CZ-4858-01A

39 years, male, white, stage:ii

23.9

TCGA-CZ-5988-01A

38 years, male, white, stage:i

23.8

TCGA-AL-3467-01A

54 years, female, white

23.7

TCGA-KO-8414-01A

50 years, female, white, stage:ii

23.7

TCGA-B0-4848-01A

54 years, male, white, stage:iii

23.7

TCGA-CJ-4641-01A

55 years, female, white, stage:iv

23.7

TCGA-BP-4169-01A

76 years, female, white, stage:ii

23.6

TCGA-UZ-A9PS-01A

62 years, female, black or african american, stage:ii

23.6

TCGA-EU-5907-01A

81 years, male, white, stage:iii

23.6

TCGA-AK-3461-01A

72 years, male, white, stage:i

23.5

TCGA-KL-8326-01A

69 years, male, white, stage:iii

23.5

TCGA-A3-3308-01A

77 years, female, white, stage:iii

23.5

TCGA-UZ-A9PQ-01A

59 years, male, black or african american, stage:iii

23.5

TCGA-B1-7332-01A

61 years, female, black or african american, stage:ii

23.5

TCGA-GL-8500-01A

63 years, male, white, stage:i

23.5

TCGA-B0-5095-01A

81 years, male, white, stage:iii

23.5

TCGA-CZ-4862-01A

46 years, male, white, stage:i

23.4

TCGA-KO-8407-01A

42 years, male, white, stage:ii

23.4

TCGA-A3-3325-01A

52 years, male, white, stage:i

23.4

TCGA-CZ-5984-01A

51 years, male, white, stage:i

23.4

TCGA-B0-5106-01A

64 years, male, white, stage:i

23.4

TCGA-B0-5693-01A

47 years, female, white, stage:i

23.4

TCGA-UZ-A9PV-01A

65 years, male, white, stage:i

23.4

TCGA-DV-A4VZ-01A

53 years, male, black or african american, stage:i

23.4

TCGA-B0-4836-01A

61 years, male, white, stage:iv

23.3

TCGA-A3-3358-01A

57 years, female, white, stage:i

23.3

TCGA-BP-4161-01A

74 years, male, white, stage:i

23.3

TCGA-B4-5377-01A

68 years, female, white, stage:iv

23.3

TCGA-B9-4617-01A

41 years, male, black or african american

23.3

TCGA-A3-A6NJ-01A

57 years, female, black or african american, stage:i

23.3

TCGA-A3-3319-01A

70 years, male, white, stage:i

23.2

TCGA-CJ-4876-01A

57 years, male, white, stage:ii

23.2

TCGA-CJ-6030-01A

66 years, male, white, stage:i

23.2

TCGA-CZ-4863-01A

51 years, female, white, stage:iii

23.2

TCGA-2Z-A9JO-01A

56 years, female, black or african american, stage:i

23.2

TCGA-B0-5117-01A

40 years, male, white, stage:i

23.2

TCGA-BP-4325-01A

64 years, female, white, stage:i

23.2

TCGA-B8-4151-01A

51 years, female, white, stage:iii

23.1

TCGA-B0-5697-01A

50 years, male, white, stage:i

23.1

TCGA-AK-3451-01A

48 years, male, white, stage:ii

23.1

TCGA-B0-4824-01A

49 years, female, white, stage:i

23.1

TCGA-B0-5110-01A

71 years, female, white, stage:i

23.0

TCGA-5P-A9KF-01A

53 years, male, white

23.0

TCGA-AK-3445-01A

69 years, male, white, stage:iii

23.0

TCGA-BP-4765-01A

43 years, male, white, stage:i

23.0

TCGA-B0-4828-01A

79 years, male, white, stage:iv

23.0

TCGA-KN-8425-01A

53 years, male, white, stage:i

22.9

TCGA-A3-3374-01A

51 years, female, black or african american, stage:i

22.9

TCGA-KO-8405-01A

29 years, male, white, stage:iii

22.9

TCGA-B4-5838-01A

52 years, male, white

22.9

TCGA-B0-4691-01A

55 years, male, white, stage:iv

22.9

TCGA-BP-4352-01A

74 years, female, white, stage:iv

22.9

TCGA-B0-4814-01A

58 years, male, white, stage:iv

22.8

TCGA-B2-A4SR-01A

62 years, male, black or african american, stage:ii

22.8

TCGA-2Z-A9JK-01A

50 years, male, white, stage:iii

22.7

TCGA-CZ-5461-01A

52 years, male, white, stage:iv

22.7

TCGA-A3-3382-01A

69 years, male, white, stage:i

22.7

TCGA-B0-5080-01A

63 years, male, white, stage:iv

22.7

TCGA-B9-4113-01A

64 years, male, black or african american, stage:i

22.7

TCGA-AK-3447-01A

84 years, male, white, stage:ii

22.7

TCGA-5P-A9JY-01A

79 years, male, white

22.7

TCGA-A4-A5XZ-01A

65 years, female, white, stage:ii

22.7

TCGA-BQ-7051-01A

74 years, male, white, stage:ii

22.6

TCGA-CZ-4864-01A

86 years, male, white, stage:ii

22.6

TCGA-KL-8323-01A

57 years, female, white, stage:iii

22.6

TCGA-B8-4143-01A

66 years, female, white, stage:iv

22.6

TCGA-BP-4967-01A

76 years, male, white, stage:iii

22.5

TCGA-KO-8403-01A

49 years, male, white, stage:i

22.5

TCGA-B8-A54K-01A

61 years, male, black or african american, stage:i

22.5

TCGA-B0-5402-01A

64 years, male, white, stage:iv

22.5

TCGA-BP-4166-01A

69 years, male, white, stage:iii

22.4

TCGA-SX-A7SL-01A

74 years, male, stage:i

22.4

TCGA-KO-8408-01A

47 years, male, white, stage:iii

22.4

TCGA-GL-A59R-01A

79 years, male, white, stage:iii

22.4

TCGA-BP-4332-01A

36 years, male, white, stage:iii

22.4

TCGA-B0-4703-01A

51 years, male, white, stage:iv

22.4

TCGA-V9-A7HT-01A

67 years, male, black or african american, stage:ii

22.3

TCGA-CJ-4901-01A

47 years, male, white, stage:iii

22.3

TCGA-B0-4849-01A

51 years, male, white, stage:iii

22.3

TCGA-B8-A54D-01A

69 years, male, black or african american, stage:iii

22.3

TCGA-2Z-A9JE-01A

59 years, male, white, stage:i

22.2

TCGA-BP-4338-01A

43 years, male, white, stage:i

22.2

TCGA-B0-4819-01A

60 years, female, white, stage:iv

22.2

TCGA-G6-A8L8-01A

62 years, female, black or african american, stage:i

22.2

TCGA-HE-A5NK-01A

82 years, male

22.2

TCGA-B8-5158-01A

56 years, male, white, stage:iii

22.1

TCGA-B8-A54F-01A

49 years, female, black or african american, stage:i

22.1

TCGA-BP-4760-01A

69 years, male, black or african american, stage:i

22.1

TCGA-BP-4177-01A

65 years, male, white, stage:i

22.1

TCGA-DV-5573-01A

41 years, male, white, stage:i

22.1

TCGA-A4-7915-01A

35 years, female, black or african american, stage:ii

22.1

TCGA-BP-4162-01A

65 years, female, white, stage:i

22.1

TCGA-CW-6093-01A

73 years, male, white, stage:i

22.1

TCGA-CZ-5467-01A

86 years, female, white, stage:iii

22.0

TCGA-BP-4994-01A

54 years, male, white, stage:i

22.0

TCGA-AK-3460-01A

58 years, male, white, stage:i

22.0

TCGA-P4-AAVM-01A

69 years, male, white, stage:i

22.0

TCGA-KN-8437-01A

42 years, female, white, stage:i

22.0

TCGA-B8-5162-01A

63 years, male, white, stage:ii

21.9

TCGA-B0-4706-01A

61 years, male, white, stage:iii

21.9

TCGA-CJ-4639-01A

49 years, female, white, stage:ii

21.9

TCGA-CZ-5465-01A

76 years, female, stage:iii

21.9

TCGA-6D-AA2E-01A

68 years, female, black or african american, stage:i

21.9

TCGA-B0-4815-01A

65 years, male, white, stage:iii

21.8

TCGA-CJ-4635-01A

48 years, male, white, stage:i

21.8

TCGA-CJ-6028-01A

58 years, male, white, stage:iv

21.8

TCGA-B8-A54H-01A

69 years, female, black or african american, stage:ii

21.8

TCGA-B0-5084-01A

33 years, male, white, stage:iv

21.8

TCGA-CW-5580-01A

73 years, female, white, stage:iv

21.8

TCGA-CZ-5986-01A

61 years, male, white, stage:i

21.8

TCGA-B8-A54J-01A

60 years, male, black or african american, stage:ii

21.7

TCGA-P4-A5E7-01A

74 years, female, white, stage:i

21.7

TCGA-CJ-4636-01A

51 years, male, white, stage:iii

21.7

TCGA-UZ-A9PZ-01A

65 years, male, white, stage:iii

21.7

TCGA-B0-5713-01A

75 years, female, white, stage:iii

21.7

TCGA-SX-A71W-01A

66 years, male, white, stage:i

21.7

TCGA-B8-4622-01A

57 years, male, white, stage:iv

21.7

TCGA-CJ-4900-01A

69 years, female, white, stage:iv

21.7

TCGA-UZ-A9PK-01A

71 years, male, white, stage:i

21.6

TCGA-MH-A55W-01A

50 years, male, black or african american, stage:i

21.6

TCGA-Y8-A896-01A

62 years, male, white, stage:iii

21.6

TCGA-O9-A75Z-01A

44 years, male, white, stage:i

21.6

TCGA-B0-4700-01A

60 years, male, white, stage:iv

21.6

TCGA-A3-A8OV-01A

75 years, male, black or african american, stage:i

21.6

TCGA-BP-5170-01A

55 years, male, white, stage:i

21.5

TCGA-B0-4694-01A

72 years, male, white, stage:iii

21.5

TCGA-2Z-A9J8-01A

50 years, male, white, stage:i

21.5

TCGA-SX-A71S-01A

66 years, female, white, stage:i

21.5

TCGA-BP-4784-01A

67 years, female, white, stage:i

21.5

TCGA-B0-4845-01A

70 years, male, white, stage:iv

21.5

TCGA-B0-5115-01A

43 years, male, white, stage:iv

21.5

TCGA-B0-5092-01A

53 years, female, white, stage:iv

21.4

TCGA-CJ-4640-01A

49 years, male, white, stage:iii

21.4

TCGA-UZ-A9PR-01A

84 years, male, white, stage:i

21.3

TCGA-BP-4777-01A

46 years, male, white, stage:i

21.3

TCGA-B1-A655-01A

77 years, female, white, stage:i

21.3

TCGA-KL-8343-01A

72 years, male, white, stage:iii

21.3

TCGA-B8-A8YJ-01A

60 years, female, black or african american, stage:i

21.3

TCGA-B4-5836-01A

61 years, female, white, stage:i

21.3

TCGA-CZ-5985-01A

58 years, male, white, stage:ii

21.3

TCGA-BP-4159-01A

70 years, male, white, stage:i

21.2

TCGA-BP-4158-01A

69 years, male, white, stage:i

21.2

TCGA-B1-A654-01A

43 years, female, black or african american, stage:i

21.2

TCGA-GK-A6C7-01A

77 years, female, black or african american, stage:i

21.2

TCGA-B4-5843-01A

45 years, male, white, stage:i

21.2

TCGA-CJ-6033-01A

54 years, female, white, stage:iv

21.2

TCGA-2Z-A9JD-01A

66 years, male, white, stage:i

21.1

TCGA-BP-5196-01A

54 years, male, white, stage:i

21.1

TCGA-BP-4329-01A

75 years, male, white, stage:iii

21.1

TCGA-B0-5399-01A

46 years, male, white, stage:i

21.1

TCGA-Y8-A898-01A

69 years, male, white, stage:i

21.1

TCGA-UZ-A9PN-01A

54 years, male, white, stage:iii

21.1

TCGA-CJ-4886-01A

43 years, female, white, stage:i

21.1

TCGA-BP-4344-01A

75 years, female, white, stage:i

21.1

TCGA-BP-4968-01A

40 years, male, white, stage:i

21.1

TCGA-AK-3450-01A

85 years, female, white, stage:i

21.0

TCGA-B0-5116-01A

53 years, male, white, stage:iii

21.0

TCGA-AL-3471-01A

74 years, male, white, stage:i

21.0

TCGA-B0-4693-01A

73 years, female, white, stage:iii

21.0

TCGA-BP-4170-01A

72 years, female, white, stage:i

21.0

TCGA-F9-A8NY-01A

38 years, female, asian, stage:iv

21.0

TCGA-KL-8344-01A

51 years, male, white, stage:iii

21.0

TCGA-CJ-4895-01A

62 years, male, white, stage:iv

20.9

TCGA-KM-8439-01A

30 years, male, white, stage:i

20.9

TCGA-B8-4619-01A

58 years, male, white, stage:i

20.9

TCGA-BP-4335-01A

65 years, female, white, stage:iv

20.9

TCGA-A3-A6NL-01A

49 years, female, black or african american, stage:i

20.9

TCGA-CJ-4899-01A

42 years, male, asian, stage:i

20.9

TCGA-CZ-5457-01A

62 years, male, white, stage:iii

20.9

TCGA-CZ-5456-01A

57 years, male, white, stage:ii

20.9

TCGA-CJ-4643-01A

67 years, female, white, stage:ii

20.9

TCGA-CJ-4894-01A

58 years, male, white, stage:iii

20.9

TCGA-2Z-A9JN-01A

50 years, female, black or african american, stage:i

20.9

TCGA-MM-A564-01A

68 years, male, black or african american, stage:ii

20.8

TCGA-BP-4355-01A

59 years, female, white, stage:iii

20.8

TCGA-BP-4340-01A

70 years, female, white, stage:i

20.8

TCGA-CJ-4634-01A

60 years, female, white, stage:i

20.7

TCGA-CZ-4857-01A

56 years, male, white, stage:iv

20.7

TCGA-MM-A563-01A

41 years, male, black or african american

20.7

TCGA-CJ-6032-01A

63 years, female, white, stage:ii

20.7

TCGA-CJ-4892-01A

65 years, female, white, stage:i

20.7

TCGA-A3-3349-01A

34 years, female, white, stage:i

20.7

TCGA-5P-A9JV-01A

49 years, male, white

20.7

TCGA-CJ-4871-01A

63 years, male, white, stage:iv

20.7

TCGA-SX-A7SN-01A

52 years, male, white, stage:i

20.7

TCGA-CJ-5681-01A

44 years, female, white, stage:iv

20.7

TCGA-B0-4816-01A

49 years, male, white, stage:ii

20.7

TCGA-DW-7841-01A

61 years, male, black or african american, stage:i

20.7

TCGA-CZ-4861-01A

63 years, male, white, stage:ii

20.7

TCGA-B0-5096-01A

72 years, female, white, stage:iii

20.7

TCGA-4A-A93Y-01A

63 years, female, black or african american, stage:ii

20.7

TCGA-CZ-4865-01A

70 years, female, white, stage:i

20.7

TCGA-A4-A5DU-01A

45 years, female, white, stage:i

20.7

TCGA-CZ-5982-01A

59 years, female, white, stage:i

20.6

TCGA-BP-4345-01A

62 years, male, white, stage:iii

20.6

TCGA-B8-4148-01A

63 years, female, white, stage:i

20.6

TCGA-CZ-5455-01A

63 years, male, white, stage:iv

20.6

TCGA-CJ-5686-01A

59 years, female, white, stage:i

20.6

TCGA-A3-3320-01A

52 years, female, white, stage:i

20.5

TCGA-BP-4337-01A

76 years, female, white, stage:iii

20.5

TCGA-A3-3335-01A

41 years, male, white, stage:ii

20.5

TCGA-BP-5168-01A

75 years, male, white, stage:i

20.5

TCGA-BP-4969-01A

63 years, female, white, stage:i

20.5

TCGA-BP-4787-01A

59 years, female, white, stage:iv

20.5

TCGA-A3-A6NN-01A

78 years, male, black or african american, stage:i

20.5

TCGA-CJ-4644-01A

48 years, female, white, stage:iv

20.5

TCGA-GL-7773-01A

63 years, male, white, stage:i

20.5

TCGA-CJ-4874-01A

73 years, female, white, stage:i

20.4

TCGA-B0-5104-01A

90 years, female, white, stage:i

20.4

TCGA-DW-7837-01A

43 years, male, black or african american, stage:i

20.4

TCGA-A4-7583-01A

60 years, male, black or african american, stage:i

20.4

TCGA-B0-5711-01A

50 years, male, white, stage:iii

20.3

TCGA-5P-A9KA-01A

61 years, male, white

20.3

TCGA-A3-3387-01A

49 years, male, white, stage:i

20.3

TCGA-J7-6720-01A

42 years, male, asian, stage:i

20.3

TCGA-DV-5569-01A

29 years, female, white, stage:i

20.3

TCGA-DW-5561-01A

51 years, male, black or african american, stage:i

20.3

TCGA-B0-5710-01A

57 years, male, white, stage:i

20.2

TCGA-CZ-5453-01A

67 years, male, white, stage:ii

20.2

TCGA-CJ-4875-01A

67 years, male, white, stage:iv

20.2

TCGA-AK-3443-01A

45 years, male, white, stage:ii

20.2

TCGA-BP-4798-01A

74 years, male, white

20.2

TCGA-A4-8517-01A

71 years, male, white, stage:i

20.2

TCGA-BP-4331-01A

52 years, male, white, stage:i

20.2

TCGA-KL-8337-01A

26 years, male, black or african american, stage:ii

20.2

TCGA-CJ-4638-01A

46 years, female, white, stage:iv

20.1

TCGA-CZ-5470-01A

72 years, female, stage:ii

20.1

TCGA-BP-4995-01A

68 years, male, white, stage:i

20.1

TCGA-A3-3359-01A

82 years, female, white, stage:i

20.1

TCGA-BP-4775-01A

55 years, female, white, stage:i

20.1

TCGA-KV-A6GE-01A

65 years, male, white, stage:i

20.1

TCGA-2Z-A9JJ-01A

69 years, female, white, stage:i

20.1

TCGA-A3-A8OW-01A

37 years, male, black or african american, stage:iii

20.1

TCGA-B0-4710-01A

75 years, female, white, stage:iii

20.1

TCGA-A3-3383-01A

52 years, male, white, stage:i

20.1

TCGA-Y8-A897-01A

68 years, female, white, stage:i

20.0

TCGA-BP-4781-01A

78 years, male, white, stage:i

20.0

TCGA-BP-4347-01A

74 years, male, white, stage:iii

20.0

TCGA-BP-4346-01A

57 years, male, white, stage:iii

20.0

TCGA-G7-A8LE-01A

62 years, male, white, stage:i

20.0

TCGA-DV-5574-01A

37 years, male, white, stage:i

20.0

TCGA-B9-5155-01A

71 years, male, white, stage:iii

20.0

TCGA-KM-8477-01A

56 years, male, white, stage:i

19.9

TCGA-A4-8311-01A

60 years, male, white, stage:i

19.9

TCGA-A3-3362-01A

60 years, female, white, stage:i

19.9

TCGA-P4-A5EA-01A

54 years, female, white, stage:iii

19.9

TCGA-CZ-4859-01A

59 years, female, white, stage:i

19.9

TCGA-A3-3351-01A

42 years, male, white, stage:ii

19.9

TCGA-A3-3372-01A

64 years, male, white, stage:iii

19.9

TCGA-BP-4349-01A

68 years, female, white, stage:i

19.9

TCGA-B4-5844-01A

61 years, female, white, stage:ii

19.9

TCGA-2Z-A9JL-01A

47 years, male, black or african american, stage:i

19.9

TCGA-A3-3385-01A

46 years, female, white, stage:i

19.9

TCGA-SX-A7SM-01A

60 years, male, black or african american, stage:iv

19.8

TCGA-KM-8639-01A

67 years, male, white, stage:i

19.8

TCGA-CJ-4903-01A

50 years, male, white, stage:i

19.8

TCGA-BP-4974-01A

58 years, male, white, stage:iv

19.8

TCGA-A3-3352-01A

male, white, stage:iii

19.8

TCGA-UZ-A9PJ-01A

78 years, male, white, stage:i

19.7

TCGA-B8-4621-01A

63 years, male, black or african american, stage:i

19.7

TCGA-Y8-A894-01A

57 years, female, white, stage:i

19.7

TCGA-IZ-8195-01A

82 years, male, white, stage:ii

19.7

TCGA-MH-A560-01A

62 years, male, white, stage:i

19.7

TCGA-CW-6097-01A

32 years, male, white, stage:iii

19.7

TCGA-CZ-5469-01A

41 years, male, white, stage:ii

19.7

TCGA-B8-5163-01A

63 years, female, white, stage:iii

19.7

TCGA-A3-A8CQ-01A

59 years, female, black or african american, stage:i

19.7

TCGA-B0-5696-01A

70 years, male, white, stage:iii

19.7

TCGA-UZ-A9PU-01A

77 years, male, white, stage:i

19.7

TCGA-P4-AAVL-01A

85 years, male, white, stage:iii

19.6

TCGA-A3-3317-01A

67 years, male, stage:ii

19.6

TCGA-B0-4817-01A

81 years, male, white, stage:iii

19.6

TCGA-B0-4701-01A

66 years, female, white, stage:iv

19.6

TCGA-DZ-6132-01A

69 years, male, stage:i

19.6

TCGA-HE-A5NH-01A

62 years, male, stage:i

19.5

TCGA-CZ-5460-01A

55 years, male, white, stage:iv

19.5

TCGA-B8-5552-01B

41 years, female, white, stage:i

19.5

TCGA-B0-4834-01A

49 years, male, white, stage:i

19.5

TCGA-5P-A9JZ-01A

51 years, female, white

19.5

TCGA-B0-5701-01A

65 years, male, white, stage:iii

19.5

TCGA-B4-5834-01A

59 years, male, white, stage:i

19.5

TCGA-CJ-4868-01A

42 years, male, white, stage:iv

19.5

TCGA-B2-4098-01A

72 years, female, black or african american, stage:i

19.5

TCGA-CJ-4872-01A

51 years, male, white, stage:i

19.4

TCGA-KO-8415-01A

44 years, female, white, stage:i

19.4

TCGA-DW-5560-01A

38 years, female, white, stage:i

19.4

TCGA-BP-4962-01A

58 years, male, white, stage:ii

19.4

TCGA-BQ-5879-01A

32 years, female, white, stage:iii

19.4

TCGA-A3-3313-01A

59 years, male, black or african american, stage:i

19.4

TCGA-B0-4838-01A

69 years, female, white, stage:i

19.4

TCGA-IZ-8196-01A

50 years, male, white, stage:i

19.4

TCGA-BP-4762-01A

42 years, male, white, stage:i

19.3

TCGA-BP-5201-01A

63 years, male, white, stage:iv

19.3

TCGA-CW-6088-01A

60 years, male, white, stage:i

19.3

TCGA-B0-5099-01A

88 years, female, white, stage:iii

19.3

TCGA-A4-8516-01A

62 years, male, white, stage:iii

19.3

TCGA-CW-5589-01A

52 years, male, white, stage:i

19.2

TCGA-B0-5712-01A

68 years, female, black or african american, stage:iv

19.2

TCGA-BP-4795-01A

74 years, female, white, stage:i

19.2

TCGA-KL-8338-01A

51 years, male, white, stage:iii

19.2

TCGA-B8-5546-01A

38 years, female, black or african american, stage:i

19.2

TCGA-B8-5551-01A

65 years, female, black or african american, stage:i

19.2

TCGA-B0-5120-01A

72 years, female, white, stage:i

19.2

TCGA-BQ-5893-01A

61 years, male, white, stage:iv

19.1

TCGA-CJ-4904-01A

60 years, female, white, stage:iv

19.1

TCGA-G7-6797-01A

46 years, male, white, stage:iii

19.1

TCGA-CW-5591-01A

56 years, male, white, stage:iv

19.1

TCGA-BP-4965-01A

46 years, male, white, stage:i

19.0

TCGA-EU-5906-01A

55 years, male, white, stage:i

19.0

TCGA-B0-5097-01A

59 years, female, white, stage:iii

19.0

TCGA-KN-8423-01A

44 years, male, white, stage:i

19.0

TCGA-BP-5187-01A

54 years, male, white, stage:i

19.0

TCGA-B1-A657-01A

54 years, male, white, stage:i

19.0

TCGA-T7-A92I-01A

47 years, female, black or african american, stage:i

18.9

TCGA-CZ-5458-01A

43 years, male, white, stage:iii

18.9

TCGA-DZ-6133-01A

66 years, female, white, stage:i

18.9

TCGA-B0-5108-01A

54 years, male, white, stage:iii

18.9

TCGA-BP-5006-01A

61 years, male, white, stage:i

18.9

TCGA-B9-A5W7-01A

47 years, male, black or african american, stage:i

18.9

TCGA-BP-4342-01A

79 years, male, white, stage:ii

18.9

TCGA-BP-5184-01A

54 years, male, white, stage:i

18.8

TCGA-CJ-4889-01A

63 years, female, white, stage:i

18.8

TCGA-B0-5119-01A

61 years, female, white, stage:i

18.8

TCGA-CJ-4869-01A

49 years, male, white, stage:iii

18.8

TCGA-2Z-A9JR-01A

57 years, male, white, stage:i

18.8

TCGA-A4-A57E-01A

59 years, male, white, stage:iv

18.8

TCGA-CJ-4893-01A

76 years, female, white, stage:i

18.8

TCGA-CJ-4888-01A

59 years, male, white, stage:iv

18.7

TCGA-CJ-5689-01A

90 years, male, white, stage:i

18.7

TCGA-KV-A74V-01A

40 years, male, white, stage:i

18.7

TCGA-G7-A8LC-01A

61 years, male, white, stage:i

18.7

TCGA-DV-5576-01A

55 years, female, black or african american, stage:i

18.7

TCGA-IA-A83W-01A

70 years, male, white, stage:i

18.7

TCGA-B0-4833-01A

82 years, female, white, stage:i

18.7

TCGA-BP-4804-01A

59 years, male, white, stage:i

18.6

TCGA-MH-A55Z-01A

65 years, male, black or african american, stage:i

18.6

TCGA-P4-A5E8-01A

57 years, male, white, stage:iii

18.6

TCGA-BP-4330-01A

60 years, female, black or african american, stage:iii

18.6

TCGA-BP-4351-01A

51 years, female, white, stage:iii

18.6

TCGA-B0-5075-01A

77 years, female, white, stage:iii

18.6

TCGA-B0-4718-01A

57 years, male, white, stage:iii

18.6

TCGA-BP-5200-01A

44 years, male, white, stage:ii

18.6

TCGA-BP-4986-01A

75 years, male, white, stage:i

18.6

TCGA-BP-4761-01A

57 years, male, white, stage:iii

18.6

TCGA-B0-5102-01A

74 years, female, white, stage:i

18.5

TCGA-BQ-7062-01A

64 years, male, black or african american, stage:i

18.5

TCGA-BP-4768-01A

72 years, female, white, stage:i

18.5

TCGA-B8-5545-01A

42 years, male, black or african american, stage:i

18.5

TCGA-CJ-4908-01A

38 years, male, white, stage:i

18.5

TCGA-BP-5009-01A

52 years, male, white, stage:i

18.5

TCGA-CJ-4902-01A

61 years, male, white, stage:iii

18.5

TCGA-KL-8332-01A

55 years, male, white, stage:i

18.5

TCGA-BP-5198-01A

72 years, male, white, stage:iii

18.5

TCGA-DV-5567-01A

40 years, female, black or african american, stage:i

18.5

TCGA-KN-8434-01A

65 years, female, white, stage:ii

18.4

TCGA-BP-4334-01A

56 years, male, white, stage:iii

18.4

TCGA-B0-4823-01A

88 years, male, white, stage:i

18.4

TCGA-CZ-5452-01A

69 years, male, white, stage:ii

18.4

TCGA-UZ-A9PM-01A

62 years, male, white, stage:ii

18.4

TCGA-BP-4771-01A

62 years, male, white, stage:iv

18.4

TCGA-BP-4766-01A

43 years, female, white, stage:i

18.4

TCGA-GL-A9DC-01A

66 years, female, white, stage:i

18.4

TCGA-A4-7584-01A

59 years, male, black or african american, stage:i

18.4

TCGA-2Z-A9J3-01A

67 years, male, white, stage:ii

18.4

TCGA-CJ-5680-01A

65 years, female, white, stage:iv

18.4

TCGA-BP-4774-01A

57 years, female, white, stage:i

18.4

TCGA-B0-5400-01A

59 years, female, white, stage:iii

18.4

TCGA-DV-5566-01A

67 years, female, white, stage:i

18.4

TCGA-B0-4697-01A

46 years, female, white, stage:iv

18.4

TCGA-B0-5698-01A

77 years, male, black or african american, stage:i

18.3

TCGA-B2-4101-01A

52 years, male, white, stage:ii

18.3

TCGA-CZ-5987-01A

60 years, male, white, stage:iv

18.3

TCGA-B0-5695-01A

61 years, female, white, stage:i

18.3

TCGA-MH-A855-01A

52 years, female, black or african american, stage:ii

18.2

TCGA-BP-4174-01A

49 years, male, white, stage:ii

18.2

TCGA-DV-5575-01A

52 years, female, white, stage:i

18.2

TCGA-A3-3343-01A

79 years, male, white, stage:ii

18.2

TCGA-BQ-5884-01A

59 years, female, black or african american, stage:i

18.2

TCGA-CJ-4897-01A

79 years, female, white, stage:iii

18.2

TCGA-A3-3357-01A

62 years, male, white, stage:ii

18.2

TCGA-IA-A40U-01A

56 years, male, white, stage:iii

18.2

TCGA-B9-A5W8-01A

50 years, male, black or african american, stage:ii

18.1

TCGA-BP-4165-01A

64 years, female, white, stage:i

18.1

TCGA-SX-A7SU-01A

47 years, male, stage:i

18.0

TCGA-B0-4707-01A

63 years, male, white, stage:iii

18.0

TCGA-CW-5588-01A

78 years, female, white, stage:i

18.0

TCGA-BQ-5887-01A

54 years, male, white, stage:iii

18.0

TCGA-UZ-A9PX-01A

73 years, male, white, stage:i

18.0

TCGA-BP-5173-01A

75 years, male, white, stage:i

18.0

TCGA-BP-4993-01A

58 years, male, white, stage:i

18.0

TCGA-A4-8098-01A

73 years, male, black or african american, stage:i

17.9

TCGA-HE-7130-01A

female, stage:iii

17.9

TCGA-Y8-A8RZ-01A

55 years, male, white, stage:i

17.9

TCGA-DW-7842-01A

52 years, male, white, stage:i

17.9

TCGA-BP-5007-01A

46 years, male, white, stage:ii

17.9

TCGA-A4-7828-01A

74 years, female, black or african american, stage:i

17.9

TCGA-B4-5835-01A

64 years, female, white, stage:i

17.9

TCGA-AS-3778-01A

35 years, male, white, stage:i

17.9

TCGA-UZ-A9Q1-01A

88 years, female, white, stage:i

17.9

TCGA-BP-4173-01A

47 years, male, white, stage:ii

17.9

TCGA-CZ-5454-01A

63 years, male, white, stage:iv

17.8

TCGA-B8-A54I-01A

48 years, male, black or african american, stage:i

17.8

TCGA-BP-5004-01A

53 years, male, white, stage:i

17.8

TCGA-AK-3434-01A

72 years, male, white, stage:i

17.8

TCGA-G6-A8L6-01A

55 years, male, black or african american, stage:iv

17.8

TCGA-BP-5186-01A

50 years, female, white, stage:i

17.8

TCGA-A3-3331-01A

86 years, female, white, stage:i

17.8

TCGA-B0-5709-01A

62 years, female, white, stage:iii

17.8

TCGA-EU-5904-01A

47 years, female, white, stage:i

17.7

TCGA-A3-A6NI-01A

47 years, male, black or african american, stage:i

17.7

TCGA-BQ-7044-01A

73 years, male, white, stage:iii

17.7

TCGA-5P-A9KE-01A

70 years, male, white

17.7

TCGA-BP-4797-01A

34 years, male, white, stage:iii

17.7

TCGA-CJ-4890-01A

72 years, male, white, stage:iv

17.7

TCGA-BP-4961-01A

47 years, male, white, stage:i

17.7

TCGA-HE-A5NJ-01A

58 years, male

17.7

TCGA-SX-A71U-01A

57 years, male, white, stage:i

17.7

TCGA-A3-3324-01A

51 years, male, white, stage:i

17.6

TCGA-BP-4991-01A

54 years, male, white, stage:i

17.6

TCGA-A3-3367-01A

72 years, male, white, stage:i

17.6

TCGA-IA-A40X-01A

49 years, female, black or african american, stage:i

17.6

TCGA-B2-4102-01A

61 years, male, white, stage:i

17.6

TCGA-BP-4327-01A

75 years, female, white, stage:ii

17.5

TCGA-P4-A5EB-01A

83 years, male, white, stage:i

17.5

TCGA-BP-5202-01A

75 years, male, white, stage:iii

17.5

TCGA-A4-A4ZT-01A

71 years, female, white, stage:i

17.5

TCGA-B9-A69E-01A

71 years, male, white, stage:iii

17.5

TCGA-BP-4801-01A

57 years, male, white, stage:i

17.4

TCGA-B0-5107-01A

65 years, female, white, stage:iv

17.4

TCGA-5P-A9JW-01A

64 years, male, white

17.4

TCGA-F9-A7VF-01A

75 years, female, white, stage:i

17.4

TCGA-KM-8476-01A

47 years, male, white, stage:i

17.4

TCGA-G7-A4TM-01A

41 years, male, black or african american, stage:i

17.4

TCGA-BQ-5889-01A

63 years, male, white, stage:iv

17.4

TCGA-B0-5691-01A

66 years, female, white, stage:i

17.3

TCGA-GL-A59T-01A

46 years, male, white, stage:i

17.3

TCGA-BP-5008-01A

46 years, male, white, stage:i

17.3

TCGA-IA-A83V-01A

63 years, male, white, stage:i

17.3

TCGA-B8-5550-01A

71 years, male, white, stage:iii

17.3

TCGA-B0-5077-01A

77 years, male, white, stage:i

17.3

TCGA-5P-A9JU-01A

81 years, male, white, stage:iii

17.3

TCGA-A4-A5Y0-01A

61 years, female, white, stage:i

17.2

TCGA-A4-8515-01A

47 years, male, american indian or alaska native, stage:i

17.2

TCGA-BP-4789-01A

48 years, male, white, stage:i

17.2

TCGA-A3-3373-01A

54 years, female, white, stage:i

17.2

TCGA-BP-4807-01A

42 years, male, white, stage:i

17.2

TCGA-BQ-5892-01A

51 years, male, white, stage:i

17.2

TCGA-AK-3456-01A

48 years, male, black or african american, stage:ii

17.2

TCGA-AK-3436-01A

40 years, male, white, stage:iv

17.2

TCGA-B3-A6W5-01A

43 years, male, black or african american, stage:i

17.2

TCGA-CW-5583-01A

51 years, female, white, stage:i

17.1

TCGA-IA-A83S-01A

81 years, male, white

17.1

TCGA-B0-5694-01A

71 years, male, white, stage:iii

17.1

TCGA-B8-5164-01A

65 years, male, white, stage:iii

17.1

TCGA-MH-A562-01A

57 years, male, black or african american, stage:i

17.1

TCGA-BP-4964-01A

55 years, female, white, stage:i

17.1

TCGA-B0-4714-01A

81 years, male, white, stage:iv

17.1

TCGA-B1-A47M-01A

79 years, male, black or african american, stage:iii

17.0

TCGA-B0-4827-01A

77 years, female, white, stage:iii

17.0

TCGA-BQ-5883-01A

79 years, female, black or african american, stage:i

17.0

TCGA-CW-5587-01A

62 years, female, white, stage:iii

17.0

TCGA-CJ-4918-01A

64 years, male, white, stage:iv

17.0

TCGA-SX-A71R-01A

51 years, male, white, stage:i

17.0

TCGA-CJ-4916-01A

69 years, female, white, stage:iii

17.0

TCGA-BP-5180-01A

53 years, male, white, stage:i

16.9

TCGA-CJ-5677-01A

54 years, female, white, stage:iv

16.9

TCGA-UZ-A9PL-01A

59 years, male, white, stage:ii

16.9

TCGA-2Z-A9J6-01A

61 years, male, white, stage:i

16.9

TCGA-CJ-5684-01A

61 years, male, white, stage:iii

16.9

TCGA-BP-5183-01A

57 years, male, white, stage:iii

16.9

TCGA-CJ-5683-01A

78 years, male, white, stage:i

16.9

TCGA-B0-5706-01A

45 years, male, white, stage:ii

16.8

TCGA-CJ-5676-01A

47 years, male, white, stage:iii

16.8

TCGA-BP-5189-01A

60 years, male, white, stage:i

16.8

TCGA-A3-3323-01A

53 years, male, white, stage:i

16.7

TCGA-CJ-4920-01A

64 years, female, white, stage:i

16.7

TCGA-BP-4341-01A

67 years, male, white, stage:iii

16.7

TCGA-B0-5690-01A

53 years, female, white, stage:i

16.7

TCGA-MM-A84U-01A

58 years, female, black or african american, stage:i

16.7

TCGA-BP-4999-01A

56 years, male, white, stage:i

16.7

TCGA-BP-4776-01A

52 years, male, white, stage:i

16.7

TCGA-IZ-A6M8-01A

69 years, male, black or african american, stage:i

16.6

TCGA-B0-4813-01A

68 years, male, white, stage:iii

16.6

TCGA-GL-A9DE-01A

74 years, male, black or african american, stage:i

16.6

TCGA-B8-4153-01B

74 years, male, white, stage:iii

16.6

TCGA-CJ-5675-01A

70 years, male, white, stage:ii

16.6

TCGA-B2-5636-01A

79 years, male, white, stage:i

16.6

TCGA-CJ-4882-01A

57 years, male, black or african american, stage:iii

16.6

TCGA-CJ-4907-01A

58 years, male, white, stage:iii

16.6

TCGA-KO-8416-01A

41 years, male, white, stage:iii

16.5

TCGA-KN-8419-01A

43 years, male, black or african american, stage:ii

16.5

TCGA-CJ-5682-01A

60 years, male, white, stage:iv

16.5

TCGA-CJ-6031-01A

54 years, male, white, stage:i

16.5

TCGA-AK-3425-01A

68 years, male, white, stage:i

16.5

TCGA-BQ-5890-01A

69 years, male, white, stage:iii

16.5

TCGA-BP-4167-01A

60 years, male, white, stage:iii

16.5

TCGA-BP-4982-01A

42 years, male, white, stage:i

16.5

TCGA-A3-3311-01A

58 years, male, stage:i

16.5

TCGA-BP-4973-01A

47 years, male, white, stage:iii

16.4

TCGA-BP-4782-01A

55 years, female, white, stage:i

16.4

TCGA-B0-5705-01A

65 years, female, white, stage:i

16.4

TCGA-BP-5194-01A

39 years, male, white, stage:i

16.4

TCGA-A3-3326-01A

47 years, male, white, stage:i

16.4

TCGA-CW-5585-01A

51 years, male, white, stage:iv

16.4

TCGA-B0-5699-01A

53 years, male, white, stage:i

16.4

TCGA-AL-7173-01A

72 years, female, white, stage:iv

16.3

TCGA-BP-5195-01A

75 years, male, white, stage:i

16.3

TCGA-BQ-7046-01A

61 years, male, white, stage:i

16.3

TCGA-B9-A8YI-01A

79 years, male, black or african american, stage:i

16.2

TCGA-A3-3376-01A

51 years, male, black or african american, stage:i

16.2

TCGA-CZ-5451-01A

74 years, male, white, stage:ii

16.2

TCGA-A4-8630-01A

59 years, female, white, stage:i

16.1

TCGA-A3-3370-01A

48 years, female, white, stage:i

16.1

TCGA-A4-8518-01A

48 years, male, white, stage:i

16.1

TCGA-BP-4959-01A

49 years, male, white, stage:i

16.1

TCGA-B8-5165-01A

43 years, male, white, stage:i

16.1

TCGA-B8-5159-01A

61 years, female, white, stage:i

16.1

TCGA-B2-5633-01B

56 years, male, white, stage:i

16.1

TCGA-BP-5177-01A

46 years, female, white, stage:i

16.0

TCGA-BP-4987-01A

41 years, female, asian, stage:i

16.0

TCGA-HE-A5NF-01A

58 years, male, stage:i

16.0

TCGA-B0-5692-01A

66 years, female, white, stage:iii

16.0

TCGA-CW-5581-01A

44 years, male, white, stage:i

15.9

TCGA-SX-A7SS-01A

67 years, male, white, stage:i

15.9

TCGA-5P-A9KC-01A

51 years, female, white

15.9

TCGA-BP-4998-01A

49 years, male, asian, stage:i

15.9

TCGA-A4-7585-01A

67 years, male, white, stage:iii

15.9

TCGA-HE-7129-01A

male, stage:ii

15.9

TCGA-AS-3777-01A

63 years, male, white, stage:i

15.9

TCGA-CZ-4856-01A

62 years, female, white, stage:i

15.9

TCGA-B0-5100-01A

72 years, male, black or african american, stage:iii

15.9

TCGA-BP-4970-01A

44 years, male, asian, stage:iii

15.8

TCGA-B8-5553-01A

67 years, female, white, stage:i

15.8

TCGA-SX-A7SR-01A

66 years, male, white, stage:ii

15.7

TCGA-BP-4803-01A

79 years, male, white, stage:iii

15.7

TCGA-AK-3454-01A

84 years, male, white, stage:i

15.7

TCGA-EV-5901-01A

47 years, female, white, stage:i

15.6

TCGA-KL-8346-01A

62 years, male, white, stage:ii

15.5

TCGA-BP-4989-01A

58 years, male, white, stage:iii

15.5

TCGA-CZ-5459-01A

63 years, male, white, stage:iii

15.5

TCGA-B0-5703-01A

73 years, male, white, stage:i

15.5

TCGA-EV-5903-01A

57 years, male, white, stage:i

15.5

TCGA-BP-4977-01A

57 years, male, white, stage:i

15.5

TCGA-KN-8433-01A

46 years, female, white, stage:iii

15.4

TCGA-BQ-5877-01A

60 years, male, black or african american, stage:iv

15.4

TCGA-CJ-4905-01A

62 years, female, white, stage:i

15.4

TCGA-BP-4985-01A

72 years, male, white, stage:iii

15.3

TCGA-KL-8324-01A

67 years, female, white, stage:ii

15.3

TCGA-BP-5199-01A

58 years, male, white, stage:ii

15.3

TCGA-CJ-4873-01A

85 years, female, white, stage:iii

15.3

TCGA-B0-5700-01A

77 years, male, white, stage:i

15.3

TCGA-DV-5565-01A

59 years, male, white, stage:i

15.3

TCGA-BP-4972-01A

43 years, female, white, stage:iii

15.3

TCGA-BQ-7059-01A

71 years, male, white, stage:i

15.3

TCGA-BP-4326-01A

53 years, female, white, stage:i

15.2

TCGA-DZ-6135-01A

45 years, male, stage:i

15.2

TCGA-BP-4756-01A

63 years, female, asian, stage:i

15.2

TCGA-B0-4837-01A

63 years, male, white, stage:i

15.1

TCGA-DV-5568-01A

26 years, male, white, stage:i

15.1

TCGA-BQ-7048-01A

64 years, male, white, stage:iii

15.0

TCGA-J7-A8I2-01A

75 years, male, asian, stage:i

15.0

TCGA-G7-6792-01A

40 years, male, black or african american, stage:i

15.0

TCGA-BP-5178-01A

71 years, male, white, stage:iv

15.0

TCGA-BQ-5878-01A

79 years, female, white, stage:iii

15.0

TCGA-B8-5549-01A

53 years, male, white, stage:i

14.9

TCGA-CW-5584-01A

74 years, male, white, stage:iii

14.9

TCGA-B0-4811-01A

48 years, male, white, stage:iii

14.9

TCGA-DW-7963-01B

43 years, male, black or african american, stage:i

14.9

TCGA-B2-5639-01A

46 years, male, white, stage:iv

14.9

TCGA-A3-3322-01A

51 years, male, white, stage:i

14.8

TCGA-CZ-4853-01A

82 years, male, white, stage:i

14.8

TCGA-BQ-7050-01A

53 years, female, white, stage:i

14.8

TCGA-KL-8335-01A

68 years, male, white, stage:iii

14.8

TCGA-BP-4960-01A

46 years, male, white, stage:ii

14.7

TCGA-BP-4976-01A

77 years, male, white, stage:i

14.7

TCGA-CJ-4891-01A

57 years, female, white, stage:iii

14.7

TCGA-CJ-4870-01A

58 years, female, black or african american, stage:iii

14.7

TCGA-B0-4822-01A

78 years, male, white, stage:ii

14.6

TCGA-BQ-7053-01A

57 years, female, black or african american, stage:iii

14.6

TCGA-CW-5590-01A

51 years, male, white, stage:iv

14.6

TCGA-IA-A83T-01A

80 years, male, white

14.6

TCGA-BP-4963-01A

64 years, male, white, stage:i

14.6

TCGA-SX-A7SO-01A

64 years, male, white, stage:i

14.6

TCGA-B0-5088-01A

53 years, male, white, stage:i

14.6

TCGA-BP-4981-01A

75 years, female, white, stage:iii

14.6

TCGA-BQ-7049-01A

45 years, female, white, stage:i

14.6

TCGA-B0-4847-01A

60 years, male, white, stage:iv

14.5

TCGA-2Z-A9J2-01A

71 years, female, white, stage:i

14.5

TCGA-BQ-7056-01A

75 years, female, white, stage:iii

14.5

TCGA-BP-5181-01A

58 years, female, white, stage:i

14.5

TCGA-BQ-5885-01A

63 years, male, white, stage:iii

14.4

TCGA-B2-5641-01A

79 years, male, white, stage:i

14.4

TCGA-A4-7288-01A

71 years, female, white

14.4

TCGA-MH-A856-01A

54 years, male, white, stage:i

14.4

TCGA-B0-5081-01A

80 years, female, white, stage:iii

14.3

TCGA-Y8-A8S1-01A

61 years, male, white, stage:i

14.3

TCGA-2Z-A9JP-01A

63 years, male, white, stage:i

14.3

TCGA-BQ-5875-01A

66 years, female, white, stage:iii

14.2

TCGA-A4-A48D-01A

85 years, male, black or african american, stage:i

14.2

TCGA-BQ-7045-01A

78 years, male, black or african american, stage:i

14.2

TCGA-BP-5182-01A

56 years, male, white, stage:i

14.2

TCGA-KL-8336-01A

51 years, female, white, stage:iv

14.1

TCGA-BP-5174-01A

45 years, female, white, stage:i

14.1

TCGA-BP-4790-01A

76 years, male, white, stage:i

14.0

TCGA-KO-8409-01A

69 years, male, white, stage:ii

14.0

TCGA-BP-4975-01A

40 years, male, white, stage:i

13.9

TCGA-WN-A9G9-01A

male, white, stage:i

13.9

TCGA-G7-6793-01A

60 years, female, white, stage:iv

13.8

TCGA-DW-7840-01A

60 years, male, black or african american, stage:i

13.8

TCGA-B9-5156-01A

51 years, male, white

13.8

TCGA-B0-5121-01A

56 years, male, white, stage:i

13.7

TCGA-HE-A5NL-01A

51 years, male, stage:i

13.7

TCGA-A4-A6HP-01A

66 years, male, white, stage:i

13.7

TCGA-BQ-5888-01A

74 years, female, white, stage:i

13.7

TCGA-BP-4759-01A

50 years, male, white, stage:i

13.6

TCGA-B1-A656-01A

64 years, male, white, stage:i

13.5

TCGA-AK-3453-01A

58 years, female, white, stage:ii

13.5

TCGA-BP-4971-01A

40 years, male, white, stage:iii

13.4

TCGA-BP-5010-01A

63 years, male, white, stage:iii

13.4

TCGA-2Z-A9J5-01A

80 years, male, white, stage:ii

13.4

TCGA-BP-5000-01A

40 years, male, white, stage:i

13.4

TCGA-Y8-A8RY-01A

63 years, male, white, stage:i

13.3

TCGA-GL-A9DD-01A

69 years, male, white, stage:i

13.2

TCGA-BP-5190-01A

61 years, male, white, stage:i

13.2

TCGA-B0-4839-01A

80 years, female, white, stage:i

13.1

TCGA-B1-A47N-01A

62 years, male, white, stage:i

13.0

TCGA-HE-A5NI-01A

73 years, male, stage:i

13.0

TCGA-CJ-4887-01A

48 years, male, white, stage:iv

13.0

TCGA-CJ-5671-01A

51 years, male, white, stage:i

12.9

TCGA-BP-4758-01A

40 years, male, white, stage:i

12.8

TCGA-BQ-7060-01A

53 years, male, american indian or alaska native, stage:i

12.7

TCGA-BQ-7061-01A

84 years, female, white, stage:i

12.6

TCGA-IZ-A6M9-01A

63 years, male, white, stage:i

12.6

TCGA-BP-4992-01A

66 years, male, white, stage:i

12.6

TCGA-KL-8327-01A

46 years, female, white, stage:i

12.6

TCGA-B0-4842-01A

74 years, female, white, stage:iii

12.6

TCGA-A4-7286-01A

42 years, male, white

12.5

TCGA-KN-8426-01A

50 years, male, white, stage:iv

12.5

TCGA-B1-5398-01A

73 years, male, white, stage:iii

12.5

TCGA-AL-3472-01A

57 years, male, black or african american

12.4

TCGA-BP-5176-01A

78 years, female, white, stage:i

12.2

TCGA-BQ-5880-01A

79 years, male, white, stage:iii

12.1

TCGA-G7-6796-01A

58 years, male, white, stage:i

12.1

TCGA-BQ-5886-01A

75 years, male, white, stage:iii

12.0

TCGA-GL-6846-01A

52 years, male, white, stage:iv

12.0

TCGA-CJ-5672-01A

84 years, male, white, stage:i

12.0

TCGA-G7-6790-01A

57 years, male, white, stage:i

12.0

TCGA-GL-A4EM-01A

62 years, male, white, stage:i

12.0

TCGA-G6-A8L7-01A

81 years, female, black or african american, stage:i

11.9

TCGA-P4-A5E6-01A

67 years, male, black or african american, stage:iii

11.8

TCGA-BP-5175-01A

60 years, male, white, stage:i

11.6

TCGA-CJ-4912-01A

61 years, male, white, stage:ii

11.6

TCGA-WN-AB4C-01A

female, white, stage:i

11.5

TCGA-BP-5001-01A

43 years, female, white, stage:i

11.2

TCGA-A3-3378-01A

60 years, male, white, stage:i

11.2

TCGA-DZ-6134-01A

69 years, male, white, stage:i

11.1

TCGA-Q2-A5QZ-01A

61 years, female, black or african american, stage:iii

11.0

TCGA-AK-3426-01A

37 years, male, white, stage:iii

11.0

TCGA-2Z-A9JQ-01A

66 years, male, white, stage:i

11.0

TCGA-CZ-5466-01A

67 years, male, stage:iii

10.9

TCGA-CJ-5679-01A

73 years, male, white, stage:iii

10.7

TCGA-BQ-5881-01A

69 years, male, white, stage:i

10.5

TCGA-2Z-A9JT-01A

71 years, male, white, stage:i

10.5

TCGA-B1-A47O-01A

54 years, female, white, stage:i

10.4

TCGA-B0-4688-01A

46 years, male, white, stage:iv

10.3

TCGA-B0-4843-01A

57 years, male, white, stage:iii

10.2

TCGA-5P-A9K2-01A

62 years, male, white

10.1

TCGA-BP-5169-01A

70 years, male, white, stage:i

9.9

TCGA-G7-A8LB-01A

70 years, male, white, stage:iv

9.7

TCGA-BP-5191-01A

80 years, male, white, stage:iii

9.6

TCGA-B0-4841-01A

63 years, male, white, stage:iv

9.5

TCGA-B0-5085-01A

76 years, female, white, stage:iii

9.5

TCGA-G7-6789-01A

53 years, female, white, stage:iv

9.4

TCGA-P4-A5ED-01A

51 years, male, white, stage:i

9.1

TCGA-B9-A44B-01A

70 years, male, black or african american, stage:iii

8.6

TCGA-UZ-A9Q0-01A

60 years, male, white, stage:i

8.6

TCGA-BQ-7058-01A

81 years, male, white, stage:iii

8.6

TCGA-G7-6795-01A

56 years, male, white, stage:i

7.6

TCGA-CJ-4642-01B

47 years, male, white, stage:ii

7.3

TCGA-BP-5185-01A

56 years, male, white, stage:i

6.8

TCGA-G6-A5PC-01A

54 years, female, black or african american, stage:iv

6.4

TCGA-B0-5702-01A

71 years, male, white, stage:i

1.6

Show all

Best separation

Median separation

Expression cutoff

19.3 FPKM

19.9 FPKM

5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

60%

61%

5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.

Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

Stage:

TCGA RNA samplesi

RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.